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Author Mei-Hui Wang ♦ Chang-Shing Lee
Source IEEE Xplore Digital Library
Content type Text
Publisher Institute of Electrical and Electronics Engineers, Inc. (IEEE)
File Format PDF
Copyright Year ©2007
Language English
Subject Domain (in DDC) Computer science, information & general works ♦ Special computer methods
Subject Keyword Intelligent agent ♦ Ontologies ♦ Quality assurance ♦ Capability maturity model ♦ Knowledge management ♦ Fuzzy reasoning ♦ Quality management ♦ Scheduling ♦ Natural language processing ♦ Natural languages
Abstract This paper presents an intelligent fuzzy agent based on process and product quality assurance (PPQA) ontology for supporting Capability Maturity Model Integration (CMMI) assessment. The intelligent fuzzy agent is composed of a document processing mechanism, an intelligent reasoning mechanism, and a summary mechanism. The PPQA ontology is predefined by domain experts and generated by the ontology generating system. First, the PPQA staff evaluates the process and product quality, and then produces the evaluation reports. The intelligent fuzzy agent deals with the reports by the natural language processing mechanism, infers the term relation strength, and summarizes the key sentences of the evaluation reports. Finally, the results of summarization are stored in the quality assurance repository and output to the relevant stakeholders. The experimental results show that the intelligent fuzzy agent based on PPQA ontology can effectively operate for the summarization of the evaluation reports.
Description Author affiliation: Nat. Univ. of Tainan, Tainan (Mei-Hui Wang; Chang-Shing Lee)
ISBN 1424412099
ISSN 10987584
Educational Role Student ♦ Teacher
Age Range above 22 year
Educational Use Research ♦ Reading
Education Level UG and PG
Learning Resource Type Article
Publisher Date 2007-07-23
Publisher Place UK
Rights Holder Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Size (in Bytes) 2.67 MB
Page Count 6
Starting Page 1
Ending Page 6

Source: IEEE Xplore Digital Library